Inputting ABM outputs into PV ICE

Import libraries and create test folder

import PV_ICE
import numpy as np
import pandas as pd
import os,sys
from pathlib import Path
import matplotlib.pyplot as plt
from sklearn.linear_model import LinearRegression
from itertools import chain
import plotly.graph_objects as go
import plotly.io as pio
import plotly.express as px

testfolder = str(Path().resolve().parent.parent /'PV_ICE' / 'TEMP')
baselinesfolder =  str(Path().resolve().parent.parent /'PV_ICE' / 'baselines')
# Another option using relative address; for some operative systems you might need '/' instead of '\'
# testfolder = os.path.abspath(r'..\..\PV_ICE\TEMP')  

print ("Your simulation will be stored in %s" % testfolder)
print(baselinesfolder)

Your simulation will be stored in C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\baselines

Create initial simulations

Simulation Descriptions:

• r1: For all 10 scenarios, the recycle ('mod_EOL_collection_eff'), reuse (mod_reuse), and repair (mod_Repair) rates are modified with outputs from ABM. Percent of collected modules & materials that are recycled ('mod_EOL_collected_recycled' & 'mat_EOL_collected_recycled') is set to 100 (i.e. it is assumed all collected modules are sent to recycling). Weibull parameters and lifetime is set to Irena Regular Loss values for all ABM scenarios (not PV ICE bsaeline). For the better_lifetime scenario, an improved lifetime, t50, t90 values are set (based on what was used in ABM). All other values are set to PV ICE defaults.
• r2: For all scenarios, the same modifications as in r1 are made. Additionally, the recycling efficiency ('mat_EOL_Recycling_eff') are replaced with with FRELP recovery rates for all scenarios. 'mat_EOL_Recycled_into_HQ' is set to 100. 'mat_EOL_RecycledHQ_Reused4MFG' is also set to 100.
• r3A-r3D: For 3 select scenarios, the same parameters are modified as in r2. The Weibull shape parameters are changed based on Henry Hieslmair's parameters for the 4 reliability bins -- r3A is the A reliability bin (most reliable module), etc.
• r4: For all scenarios, the same parameter modifications are made as in r2. The new installs are decreased, accounting for the higher installed capacity in each scenario. Installed capacity for all scenario come out to the ABM baseline. But, less new installs need to happen each year for some scenarios as more modules are being reused, repaired, etc.
• r4A-r4D: For 3 select scenarios, the same parameters are modified as in r3A-r3D. The new installs needed are calculated and modified to account for the increased installed capacity as in r4.

#create simulations
r1 = PV_ICE.Simulation(name='ABM_Simulation1', path=testfolder)
r2 = PV_ICE.Simulation(name='ABM_Simulation2', path=testfolder)
r3A = PV_ICE.Simulation(name='ABM_Simulation3A', path=testfolder)
r3B = PV_ICE.Simulation(name='ABM_Simulation3B', path=testfolder)
r3C = PV_ICE.Simulation(name='ABM_Simulation3C', path=testfolder)
r3D = PV_ICE.Simulation(name='ABM_Simulation3D', path=testfolder)
r4 = PV_ICE.Simulation(name='ABM_Simulation4', path=testfolder)
r4A = PV_ICE.Simulation(name='ABM_Simulation4A', path=testfolder)
r4B = PV_ICE.Simulation(name='ABM_Simulation4B', path=testfolder)
r4C = PV_ICE.Simulation(name='ABM_Simulation4C', path=testfolder)
r4D = PV_ICE.Simulation(name='ABM_Simulation4D', path=testfolder)

#create 10 scenarios in each simulation: 1st is standard in PV ICE, 2-10 are scenarios a-i in ABM
SIMULATIONS = [r1,r2,r4]
SCENARIOS = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
for mysimulation in SIMULATIONS: 
    for myscenario in SCENARIOS:
        mysimulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
        mysimulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
        mysimulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
        mysimulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
        mysimulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
        mysimulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')

#create r3 for select scenarios: split up into 4 separate simulations: r3A, r3B, r3C, r3D
#Henry Hieslmair gives four classes of reliability bins: A, B, C, D; with A being most reliable, D being least reliable
REPAIR_SCENARIOS = ['better_learning', 'juliens_baseline', 'landfill_ban']
r3_simulations = [r3A, r3B, r3C, r3D]
for myr3simulation in r3_simulations:
    for myscenario in REPAIR_SCENARIOS:
        scenario_name = myscenario
        myr3simulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
        myr3simulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
        myr3simulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
        myr3simulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
        myr3simulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
        myr3simulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')
        
#create r4 for select scenarios: r4A, r4B, r4C, r4D
REPAIR_SCENARIOS = ['better_learning', 'juliens_baseline', 'landfill_ban']
r4_simulations = [r4A, r4B, r4C, r4D]
for myr4simulation in r4_simulations:
    for myscenario in REPAIR_SCENARIOS:
        scenario_name = myscenario
        myr4simulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
        myr4simulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
        myr4simulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
        myr4simulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
        myr4simulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
        myr4simulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')

path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP

#Irena RL Weibull Parameters to use for r1, r2, r4
weibull_IrenaRL = {'alpha': 5.3759, 'beta': 30}

#Henry Hieslmair Weibull Parameters to use for r3A, r3B, r3C, r3D, r4A, r4B, r4C, r4D
weibullInputParamsA = {'alpha': 2.810, 'beta': 100.238} #most reliable
weibullInputParamsB = {'alpha': 3.841, 'beta': 57.491}
weibullInputParamsC = {'alpha': 4.602, 'beta': 40.767}
weibullInputParamsD = {'alpha': 5.692, 'beta': 29.697} #least reliable

#cleaning up ABM outputs
ABM_SCENARIOS = SCENARIOS[1:] 
#reading in cumulative mass file
ABM_outputs_mass_cum = pd.read_csv(r'..\baselines\ABM\ABM_outputs_mass_cumulative.csv')
file_scenario_names = ABM_outputs_mass_cum['Scenario'].unique().tolist()
ABM_outputs_mass_cum = ABM_outputs_mass_cum.replace(file_scenario_names, ABM_SCENARIOS)
ABM_outputs_mass_cum = ABM_outputs_mass_cum.rename(columns = {'Mass of PV materials repaired (million tonnes)': 'Repaired',
                                  'Mass of PV materials reused (million tonnes)':'Reused',
                                  'Mass of PV materials recycled (million tonnes)':'Recycled',
                                  'Mass of PV materials landfilled (million tonnes)':'Landfilled',
                                  'Mass of PV materials stored (million tonnes)':'Stored'})

#convert from million metric tonnes to metric tonnes for comparison
ABM_outputs_mass_cum['Repaired'] = ABM_outputs_mass_cum['Repaired'] * 1000000
ABM_outputs_mass_cum['Reused'] = ABM_outputs_mass_cum['Reused'] * 1000000
ABM_outputs_mass_cum['Recycled'] = ABM_outputs_mass_cum['Recycled'] * 1000000
ABM_outputs_mass_cum['Landfilled'] = ABM_outputs_mass_cum['Landfilled'] * 1000000
ABM_outputs_mass_cum['Stored'] = ABM_outputs_mass_cum['Stored'] * 1000000

#change ABM_outputs_mass_cum cumulatives to yearly
ABM_outputs_mass_yearly = ABM_outputs_mass_cum.copy()

mass_diff = ABM_outputs_mass_cum.groupby('Scenario').diff().fillna(0).astype(int)
colnames = ['Repaired', 'Reused','Recycled','Landfilled','Stored']
for col in colnames:
    ABM_outputs_mass_yearly[col] = mass_diff[col]

#create a waste column
ABM_outputs_mass_cum['Waste'] = ABM_outputs_mass_cum['Landfilled'] + ABM_outputs_mass_cum['Stored']
ABM_outputs_mass_yearly['Waste'] = ABM_outputs_mass_yearly['Landfilled'] + ABM_outputs_mass_yearly['Stored']


#change ABM_outputs_mass_yearly to mass fractions and call new df ABM_outputs_mass_fraction_yearly
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_yearly.copy()
ABM_outputs_mass_fraction_yearly['Total'] = ABM_outputs_mass_fraction_yearly['Repaired'] + ABM_outputs_mass_fraction_yearly['Reused'] + ABM_outputs_mass_fraction_yearly['Recycled'] + ABM_outputs_mass_fraction_yearly['Landfilled'] + ABM_outputs_mass_fraction_yearly['Stored']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_repaired_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Repaired']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_reused_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Reused']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_recycled_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Recycled']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_landfilled_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Landfilled']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_stored_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Stored']/ABM_outputs_mass_fraction_yearly['Total']
#replace NaNs with 0s
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_fraction_yearly.replace(np.nan, 0)

#drop mass cols
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_fraction_yearly.drop(columns = ['Repaired', 'Reused','Recycled','Landfilled','Stored','Total','Waste'])

#rename ABM_outputs_mass_fraction_yearly to ABM_outputs to use for simulations
ABM_outputs = ABM_outputs_mass_fraction_yearly.copy()

Modify parameters: Simulation 1 (r1), same installs for all scenarios: what is the effect of different reuse, recycle, and repair rates?

#modify values of each scenario 2-10 based on ABM outputs
#first, set 'mod_EOL_collected_recycled' to 100% in scenarios 2-10 for years 2022 on (assume all collected modules are recycled)
past_years_collected_recycled = [r1.scenario['standard_PVICE'].data['mod_EOL_collected_recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mod_EOL_collected_recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mod_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in ABM_SCENARIOS:
    r1.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
    
#next, set 'mat_EOL_collected_Recycled' to 100% for each material in scenarios 2-10 for years 2022 on (assume all collected materials are recycled)
MATERIALS = ['glass','aluminium_frames','silver','silicon','copper']
for mymaterial in MATERIALS:
    past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
    new_collected_recycled = [100]*(2050-2021)
    #create new list to replace 'mat_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
    new_mat_recycled = past_years_collected_recycled + new_collected_recycled
    for myscenario in ABM_SCENARIOS:
        r1.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled

#next, modify 3 additional inputs for each scenario 2-10, with values depending on the scenario, coming from ABM outputs
MODIFIED_MODULE_BASELINES = ['mod_Repair','mod_Reuse','mod_EOL_collection_eff']
len(r1.scenario['landfill_ban'].data['mod_Reuse']) #all inputs have 56 rows
#keep first 27 rows corresponding to 1995-2021 values

56

#changing repair, eol collection eff, and reuse module baselines for all ABM scenarios
for myscenario in ABM_SCENARIOS:
    frames1 = []
    frames2 = []
    frames3 = []
    new_outputs = []
    scenario_filter = []
    new_mod_Repairing = []
    new_mod_Recycling = []
    new_mod_Reuse = []
    scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
    new_outputs = ABM_outputs.query(scenario_filter)
    #replace repairing baselines
    repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
    repairs.index = list(range(31))
    frames1 = [r1.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
    new_mod_Repairing = pd.concat(frames1)
    r1.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
    #replace recycling baselines
    recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
    if myscenario == 'high_mat_recovery_cheap_recycling':
        recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
    else:
        recycles = recycled/0.80 #must change as ABM gives effective recycling rate
    recycles.index = list(range(31))
    frames2 = [r1.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
    new_mod_Recycling = pd.concat(frames2)
    r1.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
    #replace reuse baselines
    reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
    reuses.index = list(range(31))
    frames3 = [r1.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
    new_mod_Reuse = pd.concat(frames3)
    r1.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values

#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
    r1.scenario[myscenario].data['mod_lifetime'] = 40

#use electrification futures base new installs
electric_module_baseline = pd.read_csv(r'..\baselines\ElectrificationFutures_2021\baseline_modules_US_NREL_Electrification_Futures_2021_basecase.csv')
electric_new_installs = electric_module_baseline['new_Installed_Capacity_[MW]'][1:].reset_index(drop=True).astype(float)
for myscenario in SCENARIOS:
    r1.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs

Modify better_lifetime scenario reliability inputs: mod_lifetime, mod_reliability_t50, & mod_reliability_t90

def lifetime_line(year):
    """"
    This function takes in a year and outputs the module lifetime based on scenario e) in ABM.
    Inputs
    year = desired year
    """
    m = (60-15.9)/(2050-2000)
    y = m*(year-2000) + 15.9
    return(y)

#create list of mod_lifetime values based on linear regression
years = list(range(2022,2051)) #ONLY WANT to modify 2022 ONWARD
mod_lifetimes_list = []
for myyear in years:
    mod_lifetimes_list += [lifetime_line(myyear)]

mod_lifetimes_df = pd.DataFrame()

mod_lifetimes_df['year'] = years
mod_lifetimes_df['mod_lifetime'] = mod_lifetimes_list

#changing mod_lifetime in scenario e) better_lifetime
new_mod_lifetime = list(r1.scenario[myscenario].data['mod_lifetime'][0:27].values) + mod_lifetimes_list
r1.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime

#create linear regression for mod_reliability_t50 & mod_reliability_t90 vs. mod_lifetime 
#to estimate t50 and t90 values to input for improved lifetime scenario
reliability_baselines = pd.DataFrame()
reliability_baselines['mod_lifetime'] = r1.scenario['standard_PVICE'].data['mod_lifetime']
reliability_baselines['mod_reliability_t50'] = r1.scenario['standard_PVICE'].data['mod_reliability_t50']
reliability_baselines['mod_reliability_t90'] = r1.scenario['standard_PVICE'].data['mod_reliability_t90']

X_lifetime = reliability_baselines.iloc[:, 0].values.reshape(-1, 1)  # values converts it into a numpy array
Y1_t50 = reliability_baselines.iloc[:, 1].values.reshape(-1, 1)  # -1 means that calculate the dimension of rows, but have 1 column
Y2_t90 = reliability_baselines.iloc[:, 2].values.reshape(-1, 1)
better_lifetimes = np.array(mod_lifetimes_list).reshape(-1,1)

linear_regressor_Y1 = LinearRegression()
linear_regressor_Y1.fit(X_lifetime, Y1_t50)  # perform linear regression
better_lifetime_t50_list = linear_regressor_Y1.predict(better_lifetimes).tolist()  # make predictions based on improved lifetime values
better_lifetime_t50_list = list(chain(*better_lifetime_t50_list)) #unnest list

linear_regressor_Y2 = LinearRegression() 
linear_regressor_Y2.fit(X_lifetime, Y2_t90)
better_lifetime_t90_list = linear_regressor_Y2.predict(better_lifetimes).tolist()
better_lifetime_t90_list = list(chain(*better_lifetime_t90_list)) #unnest list

#changing mod_reliability_t50 & mod_reliability_t90 in scenario e) better_lifetime
new_mod_t50 = list(r1.scenario[myscenario].data['mod_reliability_t50'][0:27].values) + better_lifetime_t50_list
r1.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50

new_mod_t90 = list(r1.scenario[myscenario].data['mod_reliability_t90'][0:27].values) + better_lifetime_t90_list
r1.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90

Modify parameters: Simulation 2 (r2), same installs for all scenarios: what is effect of different reuse, recycle, and repair rates when recycling efficiency is improved?

#copy same parameter modifications for r2 as in r1
for myscenario in ABM_SCENARIOS:
    r2.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
    past_years_collected_recycled = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
    new_collected_recycled = [100]*(2050-2021)
    new_mat_recycled = past_years_collected_recycled + new_collected_recycled
    for myscenario in ABM_SCENARIOS:
        r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in ABM_SCENARIOS:
    frames1 = []
    frames2 = []
    frames3 = []
    new_outputs = []
    scenario_filter = []
    new_mod_Repairing = []
    new_mod_Recycling = []
    new_mod_Reuse = []
    scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
    new_outputs = ABM_outputs.query(scenario_filter)
    #replace repairing baselines
    repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
    repairs.index = list(range(31))
    frames1 = [r2.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
    new_mod_Repairing = pd.concat(frames1)
    r2.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
    #replace recycling baselines
    recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
    if myscenario == 'high_mat_recovery_cheap_recycling':
        recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
    else:
        recycles = recycled/0.80 #must change as ABM gives effective recycling rate
    recycles.index = list(range(31))
    frames2 = [r2.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
    new_mod_Recycling = pd.concat(frames2)
    r2.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
    #replace reuse baselines
    reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
    reuses.index = list(range(31))
    frames3 = [r2.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
    new_mod_Reuse = pd.concat(frames3)
    r2.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
    
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
    r2.scenario[myscenario].data['mod_lifetime'] = 40
    
r2.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime
r2.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50
r2.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90

#FRELP recovery rates and qualities
frelp_results = pd.DataFrame()
frelp_results['mat'] = ['silver','copper','aluminium_frames','silicon','glass']
frelp_results['recovery_rate'] = [94,97,99.4,97,98]
frelp_results['mat_recycled_into_HQ'] = [100,100,100,100,100] #########MODIFY THIS BASED ON RESEARCH VALUES!

frelp_results

	mat	recovery_rate	mat_recycled_into_HQ
0	silver	94.0	100
1	copper	97.0	100
2	aluminium_frames	99.4	100
3	silicon	97.0	100
4	glass	98.0	100

#Modify 'mat_EOL_Recycling_eff', 'mat_EOL_Recycled_into_HQ', 'mat_EOL_RecycledHQ_Reused4MFG' 
new_HQ4MFG = [100]*(2050-2021)
for mymaterial in MATERIALS: 
    #modifying 'mat_EOL_Recycling_eff'
    past_recycling_eff = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
    new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
    new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
    #modifiying 'mat_EOL_Recycled_into_HQ'
    past_HQ_recycling = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
    new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
    new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
    #modifying 'mat_EOL_RecycledHQ_Reused4MFG' 
    past_HQ4MFG = list(r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
    new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
    for myscenario in ABM_SCENARIOS:
        r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
        r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
        r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG

#use electrification futures base new installs
for myscenario in SCENARIOS:
    r2.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs

Modify parameters: Simulation 3 (r3), same installs for some scenarios: what is the effect of module reliability when recycle rates, reuse rates, repair rates, and recycling efficiencies changed for select scenarios with different repair bins?

#Figure out which scenarios to include
#ABM_outputs.groupby('Scenario').sum()['mass_fraction_PV_materials_repaired_milliontonnes'].sort_values()
#calculate scenarios with highest repair rates: better lifetime, better learning, julien’s baseline, landfill ban
#only do better learning, julien’s baseline, landfill ban as better lifetime already had different reliability

#copy same parameter modifications for each r3 simulation as in r2
new_HQ4MFG = [100]*(2050-2021)
for myr3simulation in r3_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr3simulation.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
    for mymaterial in MATERIALS:
        past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
        new_collected_recycled = [100]*(2050-2021)
        #create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
        new_mat_recycled = past_years_collected_recycled + new_collected_recycled
        for myscenario in REPAIR_SCENARIOS:
            myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
    for myscenario in REPAIR_SCENARIOS:
        frames1 = []
        frames2 = []
        frames3 = []
        new_outputs = []
        scenario_filter = []
        new_mod_Repairing = []
        new_mod_Recycling = []
        new_mod_Reuse = []
        scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
        new_outputs = ABM_outputs.query(scenario_filter)
        #replace repairing baselines
        repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
        repairs.index = list(range(31))
        frames1 = [myr3simulation.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
        new_mod_Repairing = pd.concat(frames1)
        myr3simulation.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
        #replace recycling baselines
        recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
        if myscenario == 'high_mat_recovery_cheap_recycling':
            recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
        else:
            recycles = recycled/0.80 #must change as ABM gives effective recycling rate
        recycles.index = list(range(31))
        frames2 = [myr3simulation.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
        new_mod_Recycling = pd.concat(frames2)
        myr3simulation.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
        #replace reuse baselines
        reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
        reuses.index = list(range(31))
        frames3 = [myr3simulation.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
        new_mod_Reuse = pd.concat(frames3)
        myr3simulation.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
    for mymaterial in MATERIALS: 
        #modifying 'mat_EOL_Recycling_eff'
        past_recycling_eff = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
        new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
        new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
        #modifiying 'mat_EOL_Recycled_into_HQ'
        past_HQ_recycling = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
        new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
        new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
        #modifying 'mat_EOL_RecycledHQ_Reused4MFG' 
        past_HQ4MFG = list(r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
        new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
        for myscenario in REPAIR_SCENARIOS:
            myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
            myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
            myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
            
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myr3simulation in r3_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr3simulation.scenario[myscenario].data['mod_lifetime'] = 40
    

#modify shape parameters (overrides t50 and t90 baselines) -- values from Henry Hieslmair
weibullInputParamsA = {'alpha': 2.810, 'beta': 100.238} 
weibullInputParamsB = {'alpha': 3.841, 'beta': 57.491}
weibullInputParamsC = {'alpha': 4.602, 'beta': 40.767}
weibullInputParamsD = {'alpha': 5.692, 'beta': 29.697}

#use electrification futures base new installs
for myr3simulation in r3_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr3simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs

Modify parameters: Simulation 4 (r4), change new installs due to increased installed capacity for all scenarios: what is effect of accounting for fewer installs for all scenarios on virgin material demand vs. r2? what is the effect on cumulative new installs and yearly virgin material demand for different repair bins?

#modify parameters for r4
#copy same parameter modifications for r4 as in r2
for myscenario in ABM_SCENARIOS:
    r4.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
    past_years_collected_recycled = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
    new_collected_recycled = [100]*(2050-2021)
    #create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
    new_mat_recycled = past_years_collected_recycled + new_collected_recycled
    for myscenario in ABM_SCENARIOS:
        r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in ABM_SCENARIOS:
    frames1 = []
    frames2 = []
    frames3 = []
    new_outputs = []
    scenario_filter = []
    new_mod_Repairing = []
    new_mod_Recycling = []
    new_mod_Reuse = []
    scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
    new_outputs = ABM_outputs.query(scenario_filter)
    #replace repairing baselines
    repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
    repairs.index = list(range(31))
    frames1 = [r4.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
    new_mod_Repairing = pd.concat(frames1)
    r4.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
    #replace recycling baselines
    recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
    if myscenario == 'high_mat_recovery_cheap_recycling':
        recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
    else:
        recycles = recycled/0.80 #must change as ABM gives effective recycling rate
    recycles.index = list(range(31))
    frames2 = [r4.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
    new_mod_Recycling = pd.concat(frames2)
    r4.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
    #replace reuse baselines
    reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
    reuses.index = list(range(31))
    frames3 = [r4.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
    new_mod_Reuse = pd.concat(frames3)
    r4.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values

#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
    r4.scenario[myscenario].data['mod_lifetime'] = 40  

r4.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime
r4.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50
r4.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90

new_HQ4MFG = [100]*(2050-2021)
for mymaterial in MATERIALS: 
    #modifying 'mat_EOL_Recycling_eff'
    past_recycling_eff = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
    new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
    new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
    #modifiying 'mat_EOL_Recycled_into_HQ'
    past_HQ_recycling = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
    new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
    new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
    #modifying 'mat_EOL_RecycledHQ_Reused4MFG' 
    past_HQ4MFG = list(r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
    new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
    for myscenario in ABM_SCENARIOS:
        r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
        r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
        r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG

#use electrification futures base new installs
for myscenario in SCENARIOS:
    r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs

#modify parameters for r4A, r4B, r4C, r4D (same as r3 modifications)
new_HQ4MFG = [100]*(2050-2021)
for myr4simulation in r4_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr4simulation.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
    for mymaterial in MATERIALS:
        past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
        new_collected_recycled = [100]*(2050-2021)
        #create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
        new_mat_recycled = past_years_collected_recycled + new_collected_recycled
        for myscenario in REPAIR_SCENARIOS:
            myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
    for myscenario in REPAIR_SCENARIOS:
        frames1 = []
        frames2 = []
        frames3 = []
        new_outputs = []
        scenario_filter = []
        new_mod_Repairing = []
        new_mod_Recycling = []
        new_mod_Reuse = []
        scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
        new_outputs = ABM_outputs.query(scenario_filter)
        #replace repairing baselines
        repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
        repairs.index = list(range(31))
        frames1 = [myr4simulation.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
        new_mod_Repairing = pd.concat(frames1)
        myr4simulation.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
        #replace recycling baselines
        recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
        if myscenario == 'high_mat_recovery_cheap_recycling':
            recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
        else:
            recycles = recycled/0.80 #must change as ABM gives effective recycling rate
        recycles.index = list(range(31))
        frames2 = [myr4simulation.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
        new_mod_Recycling = pd.concat(frames2)
        myr4simulation.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
        #replace reuse baselines
        reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
        reuses.index = list(range(31))
        frames3 = [myr4simulation.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
        new_mod_Reuse = pd.concat(frames3)
        myr4simulation.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
    for mymaterial in MATERIALS: 
        #modifying 'mat_EOL_Recycling_eff'
        past_recycling_eff = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
        new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
        new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
        #modifiying 'mat_EOL_Recycled_into_HQ'
        past_HQ_recycling = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
        new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
        new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
        #modifying 'mat_EOL_RecycledHQ_Reused4MFG' 
        past_HQ4MFG = list(r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
        new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
        for myscenario in REPAIR_SCENARIOS:
            myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
            myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
            myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
            
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myr4simulation in r4_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr4simulation.scenario[myscenario].data['mod_lifetime'] = 40

#use electrification futures base new installs
for myr4simulation in r4_simulations:
    for myscenario in REPAIR_SCENARIOS:
        myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs

Run Mass Flow Calculations

r1.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r2.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r3A.calculateMassFlow(weibullInputParams= weibullInputParamsA)
r3B.calculateMassFlow(weibullInputParams= weibullInputParamsB)
r3C.calculateMassFlow(weibullInputParams= weibullInputParamsC)
r3D.calculateMassFlow(weibullInputParams= weibullInputParamsD)
#r4.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r4A.calculateMassFlow(weibullInputParams= weibullInputParamsA)
r4B.calculateMassFlow(weibullInputParams= weibullInputParamsB)
r4C.calculateMassFlow(weibullInputParams= weibullInputParamsC)
r4D.calculateMassFlow(weibullInputParams= weibullInputParamsD)

Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper

#Under_Installment = []
#scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
#for i in range (0, len(r4.scenario['juliens_baseline'].data)): #runs for each year
#    for myscenario in scenarios[1:9]:
#        Under_Installment = ( (r4.scenario['juliens_baseline'].data['Installed_Capacity_[W]'][i] - 
#                         r4.scenario[myscenario].data['Installed_Capacity_[W]'][i])/1000000 )  # MWATTS
#        r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
#    r4.calculateMassFlow(weibullInputParams= weibull_IrenaRL)

Working on Scenario:  standard_PVICE
********************

<ipython-input-34-cd8f84e8fdab>:7: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  standard_PVICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_mat_recovery_cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  cheap_recycling
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  high_landfill_costs
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_lifetime
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  reuse_warranties
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  seeding_reuse
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper

Silvana please look here:

#####SILVANA PLEASE DOUBLE CHECK THIS##################################################
Under_Installment = []
weibullparams = [weibullInputParamsA, weibullInputParamsB, weibullInputParamsC, weibullInputParamsD]
for myr4simulation in r4_simulations:
    myweibullparams = weibullparams[r4_simulations.index(myr4simulation)]
    for i in range (0, len(myr4simulation.scenario['juliens_baseline'].data)): #runs for each year
        for myscenario in REPAIR_SCENARIOS:
            Under_Installment = ((myr4simulation.scenario['juliens_baseline'].data['Installed_Capacity_[W]'][i] - 
                             myr4simulation.scenario[myscenario].data['Installed_Capacity_[W]'][i])/1000000 )  # MWATTS
            myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
        myr4simulation.calculateMassFlow(weibullInputParams= myweibullparams)

<ipython-input-35-94328657aa0a>:9: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment

Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  better_learning
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  juliens_baseline
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper
Working on Scenario:  landfill_ban
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  aluminium_frames
==> Working on Material :  silver
==> Working on Material :  silicon
==> Working on Material :  copper

Creating a summary of results in a new data frame

USyearly=pd.DataFrame()

keyword='mat_Virgin_Stock'
materials = ['glass', 'aluminium_frames','silicon', 'silver', 'copper']
SIMULATIONS = [r1,r2, r3A, r3B, r3C, r3D, r4, r4A, r4B, r4C, r4D]

# Loop over Simulations
for mysimulation in SIMULATIONS:
    for jj in range(0, len(mysimulation.scenario)): # Loop over Scenarios
        case = list(mysimulation.scenario.keys())[jj] # case gives scenario name
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["VirginStock_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('VirginStock') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['VirginStock_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

keyword='mat_Total_Landfilled'

for mysimulation in SIMULATIONS:
    for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
        case = list(mysimulation.scenario.keys())[jj]
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["Waste_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('Waste') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['Waste_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

keyword='mat_Total_EOL_Landfilled'

for mysimulation in SIMULATIONS:
    for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
        case = list(mysimulation.scenario.keys())[jj]
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["Waste_EOL_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('Waste_EOL') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['Waste_EOL_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

keyword='mat_EoL_Recycled_HQ_into_MFG'
r1_r2 = [r1,r2]

for mysimulation in r1_r2:
    for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
        case = list(mysimulation.scenario.keys())[jj]
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["EOL_Recycled_HQ_into_MFG_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_HQ_into_MFG') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['EOL_Recycled_HQ_into_MFG_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

keyword='mat_EOL_Recycled_HQ_into_OU'

for mysimulation in r1_r2:
    for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
        case = list(mysimulation.scenario.keys())[jj]
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["EOL_Recycled_HQ_into_OU_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_HQ_into_OU') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['EOL_Recycled_HQ_into_OU_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

keyword='mat_EOL_Recycled_2_OQ'

for mysimulation in r1_r2:
    for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
        case = list(mysimulation.scenario.keys())[jj]
        for ii in range (0, len(materials)):    
            material = materials[ii]
            foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
            foo = foo.to_frame(name=material)
            USyearly["EOL_Recycled_2_OQ_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
        filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_2_OQ') and col.endswith(mysimulation.name+'_'+case)) ]
        USyearly['EOL_Recycled_2_OQ_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)

USyearly = USyearly/1000000  #Convert to metric tonnes
#907185 -- this is for US tons

keyword='new_Installed_Capacity_[MW]'

#for simulations r1 through r4
for mysimulation in SIMULATIONS[0:7]:
    newcolname = keyword+'_'+mysimulation.name 
    if newcolname in USyearly:
        USyearly[newcolname] = USyearly[newcolname]+mysimulation.scenario[list(mysimulation.scenario.keys())[0]].data[keyword]
    else:
        USyearly[keyword+'_'+mysimulation.name] = mysimulation.scenario[list(mysimulation.scenario.keys())[0]].data[keyword]

#for simulations r4A through r4D
#this is not working for some reason...
for mysimulation in SIMULATIONS[7:]:
    for myscenario in REPAIR_SCENARIOS:
        newcolname = keyword+'_'+mysimulation.name+'_'+myscenario
        if newcolname in USyearly:
            USyearly[newcolname] = USyearly[newcolname]+mysimulation.scenario[myscenario].data[keyword]
        else:
            USyearly[newcolname] = mysimulation.scenario[myscenario].data[keyword]

UScum = USyearly.copy()
UScum = UScum.cumsum()

keyword='Installed_Capacity_[W]'

for mysimulation in SIMULATIONS:
    for i in range(0, len(mysimulation.scenario)):
        case = list(mysimulation.scenario.keys())[i]
        foo = mysimulation.scenario[case].data[keyword]
        foo = foo.to_frame(name=keyword)
        UScum["Capacity_"+mysimulation.name+'_'+case] = foo[keyword].values/1000000 #change to MW

USyearly.index = r1.scenario['standard_PVICE'].data['year']
UScum.index = r1.scenario['standard_PVICE'].data['year']

USyearly.to_csv('ABM_Yearly_Results.csv')
UScum.to_csv('ABM_Cumulative_Results.csv')

Plotting with USyearly and UScum data frames: r1

filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
                     "year": "Year",
                     "value": "Virgin Material Demand [metric tonnes]",
                    "variable" :"Scenario"
                 })
fig1.update_layout(title_text='Simulation 1: Cumulative Virgin Material Demand', title_x=0.2)
fig1.show()

# average cumulative virgin material demand for later simulation 2 comparison
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]

df_avg_r1_virgin_material_demand_cum = df.groupby(['year']).mean()
df_avg_r1_virgin_material_demand_cum['year'] = list(range(2020,2051))
df_avg_r1_virgin_material_demand_cum['variable'] = 'Average Cumulative Virgin Material Demand from Simulation 1'

#cumulative at 2050 results for Virgin Material Demand
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df = df.sort_values('value')
df = df.rename(columns={'variable':'Scenario','value':'Cumulative Virgin Material Demand at 2050 [metric tonnes]'})
df = df.round(0)
df.to_csv('r1 cumulative at 2050 virgin material demand.csv')

df_avg = pd.DataFrame()
df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].mean()]
df_avg['high'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].max()]
df_avg['low'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].min()]
df_avg['year'] = [2050]

#calculate max and min relative to average
bigger_range = max(df_avg['high'][0] - df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0],abs(df_avg['low'][0] - df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0]))
percent_diff = (bigger_range/df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0]*100).round(1)

fig1 = px.bar(df_avg, x='year', y='Cumulative Virgin Material Demand at 2050 [metric tonnes]', labels={
    'Cumulative Virgin Material Demand at 2050 [metric tonnes]':'Material Demand [metric tonnes]',
                     "year": ""}, width=500, height=500)
fig1.update_layout(title_text='Simulation 1: Cumulative Virgin Material Demand at 2050', title_x=0.5)
fig1.add_annotation(dict(font=dict(color='black',size=20),
                                        x=0.4,
                                        y=1.05,
                                        showarrow=False,
                                        text='+/- ' + str(percent_diff) + '%',
                                        textangle=0,
                                        xanchor='left',
                                        xref="paper",
                                        yref="paper"))
for data in fig1.data:
    data["width"] = 0.15 #Change this value for bar widths
fig1.update_xaxes(type='category')
fig1.show()

#graph recycled material stacked bar chart cumulative at 2050
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation1','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation1','EOL_Recycled_2_OQ_Module_ABM_Simulation1')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled Material Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
fig1 = px.bar(df, x="Scenario", y="value", color="Recycled Material Type", title="Simulation 1: Cumulative Recycled Material at 2050",
             labels={'value':'Recycled Material [metric tonnes]'})
fig1.update_layout(title_x=0.2)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.78
))
fig1.show()

<ipython-input-214-6b412a20474f>:4: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = USyearly[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
                     "year": "Year",
                     "value": "Waste [metric tonnes]",
                    "variable" :"Scenario"
                 })
fig1.update_layout(title_text='Simulation 1: Yearly Waste', title_x=0.25)
fig1.show()

filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
                     "year": "Year",
                     "value": "Waste [metric tonnes]",
                    "variable" :"Scenario"
                 })
fig1.update_layout(title_text='Simulation 1: Cumulative Waste', title_x=0.25)
fig1.show()

# comparing to Julien's: making a cumulative at 2050 df for r1
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum[ABM_outputs_mass_cum.Year.isin([2050])]
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum_2050.replace(ABM_SCENARIOS, pretty_scenarios[1:])
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum_2050.rename(columns = {'Waste':'Cumulative Waste at 2050 ABM [metric tonnes]'})

filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df = df.rename(columns = {'variable':'Scenario',
                   'value':'Cumulative Waste at 2050 PV ICE [metric tonnes]'})
df['Cumulative Waste at 2050 ABM [metric tonnes]'] = [0] + list(ABM_outputs_mass_cum_2050['Cumulative Waste at 2050 ABM [metric tonnes]'].values)
df = df.drop(columns = ['year'])
df['Cumulative Waste at 2050 PV ICE [million metric tonnes]'] = df['Cumulative Waste at 2050 PV ICE [metric tonnes]'].round(0)/1000000
df['Cumulative Waste at 2050 ABM [million metric tonnes]'] = df['Cumulative Waste at 2050 ABM [metric tonnes]']/1000000

df.to_csv("r1_cum_waste_2050_ABM_comparison.csv")

filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
                     "year": "Year",
                     "value": "Installed Capacity [MW]",
                    "variable" :"Scenario"
                 })
fig1.update_layout(title_text='Simulation 1: Installed Capacity', title_x=0.2)
fig1.show()

df_2050 = df[df.year.isin([2050])]
df_avg = pd.DataFrame()
df_avg['Installed Capacity at 2050 [MW]'] = [df_2050['value'].mean()]
df_avg['high'] = [df_2050['value'].max()]
df_avg['low'] = [df_2050['value'].min()]
df_avg['year'] = [2050]
print( "The installed capacity at 2050 for all scenarios is approx. " + str(df_avg['Installed Capacity at 2050 [MW]'][0]) + ' MW.')

#calculate max and min relative to average
bigger_range = max(df_avg['high'][0] - df_avg['Installed Capacity at 2050 [MW]'][0],abs(df_avg['low'][0] - df_avg['Installed Capacity at 2050 [MW]'][0]))
percent_diff = (bigger_range/df_avg['Installed Capacity at 2050 [MW]'][0]*100).round(1)
print("The percent difference that this is off by depending on the scenario is +/- " + str(percent_diff) + ' %.')

The installed capacity at 2050 for all scenarios is approx. 764795.1517845885 MW.
The percent difference that this is off by depending on the scenario is +/- 0.1 %.

Plotting with USyearly and UScum data frames: r2

#simulation 2 lines
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df2 = UScum[filter_col]
df2 = df2.set_axis(pretty_scenarios, axis=1)
df2['year'] = list(range(1995,2051))
df2 = df2.melt(id_vars = 'year')
df2 = df2[df2.year.isin(list(range(2020,2051)))]

#simulation 1 average
s1_avg = list(df_avg_r1_virgin_material_demand_cum["value"][:].values)

fig = go.Figure()

for myscenario in pretty_scenarios:
    y_values = list(df2[df2.variable.isin([myscenario])].loc[:,'value'].values)
    fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=y_values,
                    mode='lines',
                    name='S2 '+ myscenario))
    
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_avg,
                    mode='markers',
                    name='S1 Average',
                        marker_color = 'black'))


fig.update_layout(title_text='Cumulative Virgin Material Demand: Simulations 1 and 2', title_x=0.1, 
                 xaxis_title="Time",
    yaxis_title="Material Demand [metric tonnes]",
    legend_title="Scenario")
fig.show()

filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df = UScum[filter_col]
s2_scenarios = ['S2 PV ICE Baseline','S2 Landfill Ban','S2 High material recovery and Lower recycling costs','S2 Lower recycling costs','S2 Higher landfill costs','S2 Improved lifetime','S2 Improved learning effect','S2 Reuse warranties','S2 Seeding reuse','S2 ABM Baseline']
df = df.set_axis(s2_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df[df.year.isin(list(range(2020,2051)))]

##include average line from simulation 1 yearly virgin material demand
df["S1 Average"] = list(df_avg_r1_virgin_material_demand_cum["value"][:].values)
cols = s2_scenarios + ["S1 Average"]

fig1 = px.line(df, x='year', y = cols, labels = {
            'variable':'Scenario',
            'value':'Virgin Material Demand [metric tonnes]',
            'year':'Year'},
              color_discrete_map={
                "S1 Average": "black"},
              line_dash_map={
                  "S1 Average": "dash" #get this dashed line to work
              })
fig1.update_layout(title_text='Cumulative Virgin Material Demand: Simulations 1 and 2', title_x=0.1)
fig1.show()

#cumulative at 2050 results for Virgin Material Demand
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df.sort_values('value')

	year	variable	value
111	2050	Landfill Ban	4.088153e+07
223	2050	Lower recycling costs	4.680402e+07
167	2050	High material recovery and Lower recycling costs	4.698338e+07
279	2050	Higher landfill costs	4.727741e+07
391	2050	Improved learning effect	5.191211e+07
559	2050	ABM Baseline	5.433786e+07
503	2050	Seeding reuse	5.493626e+07
335	2050	Improved lifetime	5.580518e+07
55	2050	PV ICE Baseline	5.590785e+07
447	2050	Reuse warranties	5.595422e+07

#graph recycled material stacked bar chart cumulative at 2050
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation2','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation2','EOL_Recycled_2_OQ_Module_ABM_Simulation2')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled Material Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
fig1 = px.bar(df, x="Scenario", y="value", color="Recycled Material Type", title="Simulation 2: Cumulative Recycled Material at 2050",
             labels={'value':'Recycled Material [metric tonnes]'})
fig1.update_layout(title_x=0.2)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.78
))
fig1.show()

<ipython-input-213-e25c0380b79a>:4: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

#add above graph to recycled material bar chart from simulation 1
#simulation 1 trace
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation1','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation1','EOL_Recycled_2_OQ_Module_ABM_Simulation1')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled_Material_Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10

hq_closed = list(df[df.Recycled_Material_Type.isin(["HQ Closed Loop"])].loc[:,'value'].values)
hq_open = list(df[df.Recycled_Material_Type.isin(["HQ Open Loop"])].loc[:,'value'].values)
oq_open = list(df[df.Recycled_Material_Type.isin(["OQ Open Loop"])].loc[:,'value'].values)

#simulation 2 trace
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation2','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation2','EOL_Recycled_2_OQ_Module_ABM_Simulation2')))]
df2 = UScum[filter_col]
df2['year'] = list(range(1995,2051))
df2 = df2[df2.year.isin([2050])]
df2 = df2.melt(id_vars = 'year')
df2 = df2.drop(columns = ['year'])
df2['Scenario'] = pretty_scenarios * 3
df2['Recycled_Material_Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10

hq_closed_sim2 = list(df2[df2.Recycled_Material_Type.isin(["HQ Closed Loop"])].loc[:,'value'].values)


fig = go.Figure(data=[
    go.Bar(name='HQ Closed Loop S1', x=pretty_scenarios, y=hq_closed), 
    go.Bar(name='HQ Open Loop S1', x=pretty_scenarios, y=hq_open),
    go.Bar(name='OQ Open Loop S1', x=pretty_scenarios, y=oq_open)
])

fig.add_trace(go.Scatter(x=pretty_scenarios, y=hq_closed_sim2,
                    mode='markers',
                    name='HQ Closed Loop S2'))


# Change the bar mode
fig.update_layout(barmode='stack', title_text = 'Cumulative Recycled Material at 2050: Simulations 1 and 2',
                 title_x = 0.4, xaxis_title="Scenario",
    yaxis_title="Recycled Material [metric tonnes]",
    legend_title="Recycled Material Type")
fig.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.78
))
fig.show()

<ipython-input-212-dbdfe73e3a58>:5: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

<ipython-input-212-dbdfe73e3a58>:19: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation2'))]
df = USyearly[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
                     "year": "Year",
                     "value": "Waste [metric tonnes]",
                    "variable" :"Scenario"
                 })
fig1.update_layout(title_text='Simulation 2: Yearly Waste', title_x=0.25)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

#use max and min lines from simulation 1 for simulation 2 yearly waste

#simulation 2 lines
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation2'))]
df2 = USyearly[filter_col]
df2 = df2.set_axis(pretty_scenarios, axis=1)
df2['year'] = list(range(1995,2051))
df2 = df2.melt(id_vars = 'year')
df2 = df2[df2.year.isin(list(range(2020,2051)))]

#simulation 1 lines
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation1'))]
df1 = USyearly[filter_col]
df1 = df1.set_axis(pretty_scenarios, axis=1)
df1['year'] = list(range(1995,2051))
df1 = df1.melt(id_vars = 'year')
df1 = df1[df1.year.isin(list(range(2020,2051)))]
s1_landfill_ban = list(df1[df1.variable.isin(['Landfill Ban'])].loc[:,'value'].values) #max value from sim 1
s1_reuse_warranties = list(df1[df1.variable.isin(['Reuse warranties'])].loc[:,'value'].values) #min value from sim 1
s1_abm_baseline = list(df1[df1.variable.isin(['ABM Baseline'])].loc[:,'value'].values) #abm baseline from sim 1

fig = go.Figure()

for myscenario in pretty_scenarios:
    y_values = list(df2[df2.variable.isin([myscenario])].loc[:,'value'].values)
    fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=y_values,
                    mode='lines',
                    name='S2 '+ myscenario))
    
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_landfill_ban,
                    mode='markers',
                    name='S1 Landfill Ban'))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_reuse_warranties,
                    mode='markers',
                    name='S1 Reuse Warranties'))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_abm_baseline,
                    mode='markers',
                    name='S1 ABM Baseline'))


fig.update_layout(title_text='Yearly Waste: Simulations 1 and 2', title_x=0.2, 
                 xaxis_title="Time",
    yaxis_title="Waste [metric tonnes]",
    legend_title="Scenario")
fig.show()

#cumulative at 2050 results for Waste
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation2'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df.sort_values('value')

	year	variable	value
111	2050	Landfill Ban	2.061617e+06
223	2050	Lower recycling costs	7.984080e+06
167	2050	High material recovery and Lower recycling costs	8.163448e+06
279	2050	Higher landfill costs	8.437182e+06
391	2050	Improved learning effect	1.308921e+07
559	2050	ABM Baseline	1.551551e+07
503	2050	Seeding reuse	1.607059e+07
55	2050	PV ICE Baseline	1.680429e+07
335	2050	Improved lifetime	1.698432e+07
447	2050	Reuse warranties	1.713435e+07

#cumulative waste at 2050 bar chart sim 1 vs. sim 2
x_labels = [pretty_scenarios[1]] + ['High material recovery /nand lower recycling costs'] + pretty_scenarios[3:5]

#simulation 1 trace
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios
df = df[df.Scenario.isin(pretty_scenarios[1:5])]

s1_waste = list(df.loc[:,'value'].values)
                                       
#simulation 2 trace
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation2'))]
df2 = UScum[filter_col]
df2['year'] = list(range(1995,2051))
df2 = df2[df2.year.isin([2050])]
df2 = df2.melt(id_vars = 'year')
df2 = df2.drop(columns = ['year'])
df2['Scenario'] = pretty_scenarios
df2 = df2[df2.Scenario.isin(pretty_scenarios[1:5])]

s2_waste = list(df2.loc[:,'value'].values)


fig = go.Figure(data=[
    go.Bar(name='S1', x=x_labels, y=s1_waste, width = [0.5,0.5,0.5,0.5])
])

fig.add_trace(go.Scatter(x=x_labels, y=s2_waste,
                    mode='markers',
                    name='S2', 
                    marker=dict(size=[30, 30, 30, 30])))


# Change the bar mode
fig.update_layout(title_text = 'Cumulative Waste at 2050: Simulations 1 and 2',
                 title_x = 0.5, xaxis_title="Scenario",
    yaxis_title="Waste [metric tonnes]",
    legend_title="Simulation", width = 1000, height = 600)
fig.update_xaxes(tickangle=20)
fig.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig.show()

<ipython-input-203-b95473a033c9>:7: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

<ipython-input-203-b95473a033c9>:19: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

Plotting with USyearly and UScum data frames: r3

filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation3'))]
df = UScum[filter_col]
#pretty_repair_scenarios = ['Improved Learning Effect', 'ABM Baseline', 'Landfill Ban']
#df = df.set_axis(pretty_repair_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][30:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][28]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
                     "year": "Year",
                     "value": "Cumulative Waste [metric tonnes]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 3: Cumulative Waste for Different Reliability Bins', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-190-a5f144fa3134>:5: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation3'))]
df = UScum[filter_col]
#pretty_repair_scenarios = ['Improved Learning Effect', 'ABM Baseline', 'Landfill Ban']
#df = df.set_axis(pretty_repair_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][36:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][34]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
                     "year": "Year",
                     "value": "Cumulative Virgin Material Demand [metric tonnes]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 3: Cumulative Virgin Material Demand for Different Reliability Bins', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-191-176bf71daf16>:5: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation3'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df

<ipython-input-124-15256761d6ce>:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

	year	value	scenario	reliability_bin
25	2020	78539.810610	better_learning	A
26	2021	107901.938944	better_learning	A
27	2022	137107.416202	better_learning	A
28	2023	155478.756620	better_learning	A
29	2024	173735.241426	better_learning	A
...	...	...	...	...
667	2046	671536.001014	landfill_ban	D
668	2047	690231.982422	landfill_ban	D
669	2048	707385.729644	landfill_ban	D
670	2049	741181.973775	landfill_ban	D
671	2050	773303.140105	landfill_ban	D

372 rows × 4 columns

filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation3'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df = df[df.scenario.isin(['juliens_baseline'])]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', labels={
                     "year": "Year",
                     "value": "Installed Capacity [MW]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 3: ABM Baseline Installed Capacity for Different Reliability Bins', title_x=0.45)
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
#fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-192-1a5be957e304>:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

Plotting with USyearly and UScum data frames: r4

Silvana please look here:

#############################SILVANA PLEASE LOOK HERE

filter_col = [col for col in UScum if (col.startswith(('Capacity_ABM_Simulation4A','Capacity_ABM_Simulation4B','Capacity_ABM_Simulation4C','Capacity_ABM_Simulation4D')))]

df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df = df[df.scenario.isin(['juliens_baseline'])]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', labels={
                     "year": "Year",
                     "value": "Installed Capacity [MW]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 4: ABM Baseline Installed Capacity for Different Reliability Bins', title_x=0.45)
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
#fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-245-0f4c2a6bb0a4>:4: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in UScum if (col.startswith(('new_Installed_Capacity_[MW]_ABM_Simulation4A','new_Installed_Capacity_[MW]_ABM_Simulation4B','new_Installed_Capacity_[MW]_ABM_Simulation4C','new_Installed_Capacity_[MW]_ABM_Simulation4D')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][45:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][43]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
                     "year": "Year",
                     "value": "Cumulative Waste [metric tonnes]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 4: Cumulative New Installs for Different Reliability Bins with Fewer New Installs', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-244-29b6b5ff7a8c>:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

filter_col = [col for col in UScum if (col.startswith(('VirginStock_Module_ABM_Simulation4A','VirginStock_Module_ABM_Simulation4B','VirginStock_Module_ABM_Simulation4C','VirginStock_Module_ABM_Simulation4D')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
    scenario_splices += [df.loc[i,'variable'][36:]]
quality_splices = []
for i in range(0,len(df['variable'])):
    quality_splices += [df.loc[i,'variable'][34]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
                     "year": "Year",
                     "value": "Material Demand [metric tonnes]",
                    "reliability_bin":"Reliability Bin"
                })
fig1.update_layout(title_text='Simulation 4: Cumulative Virgin Material Demand for Different Reliability Bins with Fewer New Installs', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
    yanchor="top",
    y=0.99,
    xanchor="left",
    x=0.01
))
fig1.show()

<ipython-input-196-6a5e29545005>:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

Graphing ABM outputs

df = ABM_outputs.rename(columns={'mass_fraction_PV_materials_repaired_milliontonnes':'Repaired',
                                'mass_fraction_PV_materials_reused_milliontonnes':'Reused',
                                'mass_fraction_PV_materials_recycled_milliontonnes':'Recycled',
                                'mass_fraction_PV_materials_landfilled_milliontonnes':'Landfilled',
                                'mass_fraction_PV_materials_stored_milliontonnes':'Stored'})
df['Scenario'] = [pretty_scenarios[1]] * 31 + [pretty_scenarios[2]] * 31 + [pretty_scenarios[3]] * 31 + [pretty_scenarios[4]] * 31 + [pretty_scenarios[5]] * 31 + [pretty_scenarios[6]] * 31 + [pretty_scenarios[7]] * 31 + [pretty_scenarios[8]] * 31 + [pretty_scenarios[9]] * 31
df = df.melt(id_vars = ('Year','Scenario'))
fig1 = px.bar(df, x="Year", y="value", color="variable", title="ABM Outputs: Yearly Mass Fraction of Material in EOL Pathways",
             labels={'value':'Mass Fraction',
                    'variable':'EOL Pathway'}, 
              facet_col = 'Scenario',
             facet_col_wrap=3, width = 1200, height = 1000)
fig1.update_layout(title_x=0.5)
fig1.update_xaxes(tickangle=-45)
fig1.show()

file_scenario_names = ABM_outputs_mass_yearly['Scenario'].unique().tolist()
ABM_outputs_mass_yearly = ABM_outputs_mass_yearly.replace(file_scenario_names, pretty_scenarios[1:])
fig1 = px.line(ABM_outputs_mass_yearly, x='Year', y='Waste', color = 'Scenario',
              labels = {'Waste':'Waste [metric tonnes]'})
fig1.update_layout(title_text='ABM Outputs: Yearly Waste', title_x=0.2)
fig1.show()

file_scenario_names = ABM_outputs_mass_cum['Scenario'].unique().tolist()
ABM_outputs_mass_cum = ABM_outputs_mass_cum.replace(file_scenario_names, pretty_scenarios[1:])
fig1 = px.line(ABM_outputs_mass_cum, x='Year', y='Waste', color = 'Scenario',
              labels = {'Waste':'Waste [metric tonnes]'})
fig1.update_layout(title_text='ABM Outputs: Cumulative Waste', title_x=0.2)
fig1.show()

##graphing ABM inputs: yearly new installs
ABM_input_cum_installs = pd.read_csv(r'..\baselines\ABM\abm_input_cum_capacity.csv')

#undo cumsum to get yearly new installs
#change ABM_outputs_mass_cum cumulatives to yearly
ABM_input_yearly_installs = ABM_input_cum_installs.copy()
installs_diff = ABM_input_cum_installs.diff().fillna(0).astype(int)
ABM_input_yearly_installs['Yearly New Installs [MW]'] = installs_diff['Cumulative_PV_capacity_MW']
ABM_input_yearly_installs

	Year	Cumulative_PV_capacity_MW	Yearly New Installs [MW]
0	2020	40.921000	0
1	2021	47.713886	6
2	2022	55.634391	7
3	2023	64.869700	9
4	2024	75.638070	10
5	2025	88.193990	12
6	2026	102.834192	14
7	2027	119.904668	17
8	2028	139.808843	19
9	2029	163.017111	23
10	2030	190.077951	27
11	2031	221.630891	31
12	2032	231.604281	9
13	2033	242.026474	10
14	2034	252.917665	10
15	2035	264.298960	11
16	2036	276.192413	11
17	2037	288.621072	12
18	2038	301.609020	12
19	2039	315.181426	13
20	2040	329.364590	14
21	2041	344.185997	14
22	2042	359.674367	15
23	2043	375.859713	16
24	2044	392.773400	16
25	2045	410.448203	17
26	2046	428.918373	18
27	2047	448.219699	19
28	2048	468.389586	20
29	2049	489.467117	21
30	2050	511.493137	22

fig = go.Figure()

abm_y_values = list(ABM_input_yearly_installs['Yearly New Installs [MW]'].values)
ef_y_values = list(r2.scenario['landfill_ban'].data["new_Installed_Capacity_[MW]"].values)
    
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=abm_y_values,
                    mode='lines',
                    name='ABM New Installs'))

fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=ef_y_values,
                    mode='lines',
                    name='Electrification Futures New Installs'))

fig.update_layout(title_text='Yearly New Installs', title_x=0.3, 
                 xaxis_title="Time",
    yaxis_title="Yearly New Installs [MW]",
    legend_title="Model")
fig.show()

Clean up results for OpenEI export

Yearly Results

yearly_scenario_comparison = pd.DataFrame()

#use scenarios as values
years = USyearly.index
yearly_scenario_comparison['@timeseries|Year'] = list(years)

scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']

#virgin material demand columns
for myscenario in scenarios:
    better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
    virgin_material_demand = USyearly['VirginStock_glass_ABM_Simulation_' + myscenario] + USyearly['VirginStock_aluminium_frames_ABM_Simulation_' + myscenario] + USyearly['VirginStock_silver_ABM_Simulation_' + myscenario] + USyearly['VirginStock_silicon_ABM_Simulation_' + myscenario] + USyearly['VirginStock_copper_ABM_Simulation_' + myscenario]
    yearly_scenario_comparison['@value|TotalVirginMaterialDemand|' + better_scenario_name + '#MetricTonnes'] = list(virgin_material_demand.values)
    

#EOL material columns
for myscenario in scenarios:
    better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
    total_eol_material = USyearly['Waste_EOL_glass_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_aluminium_frames_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_silver_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_silicon_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_copper_ABM_Simulation_' + myscenario]
    yearly_scenario_comparison['@value|TotalEOLMaterial|' + better_scenario_name + '#MetricTonnes'] = list(total_eol_material.values)

yearly_scenario_comparison.to_csv('ABM_Yearly, with Scenario Comparison, Materials Summed.csv')

Cumulative Results

cumulative_ABM = pd.DataFrame()

scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
list1 = []
for myscenario in pretty_scenarios: 
    list1 += [myscenario] * (2050-1994)
cumulative_ABM['@scenario|Intervention Scenario'] = list1

years = USyearly.index
cumulative_ABM['@timeseries|Year'] = list(years) * 10

#Virgin Material Demand Columns
materials = ['glass','aluminium_frames','silver','silicon','copper']
pretty_materials = ['Glass','AluminiumFrames','Silver','Silicon','Copper']
for mymaterial in materials:
    better_material_name = pretty_materials[materials.index(mymaterial)]
    virgin_material_demand = []
    for myscenario in scenarios: 
        virgin_material_demand += list(UScum['VirginStock_'+ mymaterial + '_ABM_Simulation_'+ myscenario].values)
    cumulative_ABM['@value|VirginMaterialDemand|' + better_material_name + '#MetricTonnes'] = virgin_material_demand

#EOL Material Columns
materials = ['glass','aluminium_frames','silver','silicon','copper']
pretty_materials = ['Glass','AluminiumFrames','Silver','Silicon','Copper']
for mymaterial in materials:
    better_material_name = pretty_materials[materials.index(mymaterial)]
    eol_material = []
    for myscenario in scenarios: 
        eol_material += list(UScum['Waste_EOL_'+ mymaterial + '_ABM_Simulation_'+ myscenario].values)
    cumulative_ABM['@value|EOLMaterial|' + better_material_name + '#MetricTonnes'] = eol_material

#filter for decade increments
df_new = cumulative_ABM.rename(columns={'@timeseries|Year':'year'})
cumulative_ABM = cumulative_ABM[df_new.year.isin([2020, 2030,2040,2050])]
cumulative_ABM = cumulative_ABM.rename(columns={'year':'@timeseries|Year'})

cumulative_ABM.to_csv('ABM_Cumulative with Decade Increments.csv')

#create a cumulative at 2050 file
cumulative_ABM_2050 = pd.DataFrame()

cumulative_ABM_2050["@scenario|PVICEOutput"] = ['Virgin Material Demand MT','EOL Material MT','Installed Capacity MW']

cumulative_ABM_2050["@timeseries|Year"] = [2050,2050,2050]

UScum2050 = UScum.iloc[-1:]
scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
list1 = []
for myscenario in scenarios: 
    better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
    virgin_material_demand = [UScum2050['VirginStock_Module_ABM_Simulation_' + myscenario].values] #MT
    eol_material = [UScum2050['Waste_EOL_Module_ABM_Simulation_' + myscenario].values] #MT
    installed_capacity = [UScum2050['Capacity_ABM_Simulation_' + myscenario].values/1000000] #MW
    cumulative_ABM_2050['@value|InterventionScenario|'+better_scenario_name+'#Units'] = virgin_material_demand + eol_material + installed_capacity

cumulative_ABM_2050 = cumulative_ABM_2050.applymap(str)
colnames = list(cumulative_ABM_2050.columns)[1:]
for col in colnames:
    cumulative_ABM_2050[col] = cumulative_ABM_2050[col].str.strip('[]')

cumulative_ABM_2050.to_csv('ABM_cumulative_at_2050_toOPENEI.csv')

#Create installed capacity CSV
installed_capacity = pd.DataFrame()

years = USyearly.index
installed_capacity['@timeseries|Year'] = years

scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
for myscenario in scenarios:
    capacity = UScum['Capacity_ABM_Simulation_'+ myscenario]
    better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
    installed_capacity['@value|InstalledCapacity|' + better_scenario_name + '#MW'] = list(capacity.values/1000000) #convert from W to MW

installed_capacity.to_csv('ABM_installed_capacity.csv')